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首页> 外文期刊>Journal of Contemporary Brachytherapy >Artificial intelligence (AI) and interventional radiotherapy (brachytherapy): state of art and future perspectives
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Artificial intelligence (AI) and interventional radiotherapy (brachytherapy): state of art and future perspectives

机译:人工智能(AI)和介入放疗(Brachytherapy):艺术状态和未来的观点

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Purpose Artificial intelligence (AI) plays a central role in building decision supporting systems (DSS), and its application in healthcare is rapidly increasing. The aim of this study was to define the role of AI in healthcare, with main focus on radiation oncology (RO) and interventional radiotherapy (IRT, brachytherapy). Artificial intelligence in interventional radiation therapy: AI in RO has a large impact in providing clinical decision support, data mining and advanced imaging analysis, automating repetitive tasks, optimizing time, and modelling patients and physicians’ behaviors in heterogeneous contexts. Implementing AI and automation in RO and IRT can successfully facilitate all the steps of treatment workflow, such as patient consultation, target volume delineation, treatment planning, and treatment delivery. Conclusions AI may contribute to improve clinical outcomes through the application of predictive models and DSS optimization. This approach could lead to reducing time-consuming repetitive tasks, healthcare costs, and improving treatment quality assurance and patient’s assistance in IRT.
机译:目的人工智能(AI)在建立决策支持系统(DSS)方面发挥着核心作用,其在医疗保健中的应用正在迅速增加。本研究的目的是定义AI在医疗保健中的作用,主要关注放射肿瘤学(RO)和介入放疗(IRT,Brachy放疗)。介入放射治疗中的人工智能:RO中的AI在提供临床决策支持,数据挖掘和先进的成像分析,自动化重复任务,优化时间和模拟患者和医生在异构语境中的行为的影响很大。在RO和IRT中实施AI和自动化可以成功地促进治疗工作流程的所有步骤,例如患者咨询,目标体积描绘,治疗计划和治疗递送。结论AI可以通过应用预测模型和DSS优化来有助于改善临床结果。这种方法可能导致减少耗时的重复性任务,医疗成本,提高治疗质量保证和患者在IRT中的援助。

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